From the Wikipedia plot summary. Though it's also explained in the movie too.
Bracket concludes that the Predators are attempting to improve themselves with the DNA of humans and, presumably, other planets' inhabitants. She also suggests that Rory's autism enables him to translate and understand Predator technology.
The Predator takes Rory, assuming his autism as an advancement in human evolution which makes him a worthwhile subject for hybridization